# Subject-verb number agreement in object-relative clauses on CausalGym agr\_sv\_num\_obj-relc

Source: [Subject-verb number agreement in object-relative clauses on CausalGym agr\_sv\_num\_obj-relc](<https://www.sota2.com/research/sota/subject-verb-number-agreement-in-object-relative-clauses-on-causalgym-agr_sv_num_obj-relc>)

Collection index: [llms.txt](<https://www.sota2.com/research/llms.txt>)

Data updated: 2026-05-11T09:59:40.500Z

Evaluation of model performance on subject-verb number agreement specifically within object-relative clauses, using the CausalGym benchmark subset, measured by Completeness, Selectivity, and Reliability.

A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage.

| Scope | Recorded value |
| --- | --- |
| Task | Subject-verb number agreement in object-relative clauses |
| Dataset (including any stated split) | CausalGym agr\_sv\_num\_obj-relc |
| Metric | Completeness |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 16 of 16 |
| Coverage | All results currently returned for this benchmark |

Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol.

## Metrics

- [Completeness](<https://www.sota2.com/research/sota/subject-verb-number-agreement-in-object-relative-clauses-on-causalgym-agr_sv_num_obj-relc.md?metric=Completeness>): Higher is better; unit: PERCENT.

- [Selectivity](<https://www.sota2.com/research/sota/subject-verb-number-agreement-in-object-relative-clauses-on-causalgym-agr_sv_num_obj-relc.md?metric=Selectivity>): Higher is better; unit: PERCENT.

- [Reliability](<https://www.sota2.com/research/sota/subject-verb-number-agreement-in-object-relative-clauses-on-causalgym-agr_sv_num_obj-relc.md?metric=Reliability>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Completeness | Result date | Report paper |
| --- | --- | --- | --- |
| HDMI | 100 | Not recorded | 6a0162b5dbc836b87d8232c6 |
| FGSM | 100 | Not recorded | 6a0162b5dbc836b87d8232c6 |
| HDMI | 100 | Not recorded | 6a0162b5dbc836b87d8232c6 |
| FGSM | 100 | Not recorded | 6a0162b5dbc836b87d8232c6 |
| PGD | 100 | Not recorded | 6a0162b5dbc836b87d8232c6 |
| HDMI | 100 | Not recorded | 6a0162b5dbc836b87d8232c6 |
| HDMI | 100 | Not recorded | 6a0162b5dbc836b87d8232c6 |
| FGSM | 100 | Not recorded | 6a0162b5dbc836b87d8232c6 |
| FGSM | 100 | Not recorded | 6a0162b5dbc836b87d8232c6 |
| PGD | 100 | Not recorded | 6a0162b5dbc836b87d8232c6 |
| AlterRep | 98 | Not recorded | 6a0162b5dbc836b87d8232c6 |
| AlterRep | 98 | Not recorded | 6a0162b5dbc836b87d8232c6 |
| AlterRep | 96 | Not recorded | 6a0162b5dbc836b87d8232c6 |
| AlterRep | 96 | Not recorded | 6a0162b5dbc836b87d8232c6 |
| PGD | 63.07 | Not recorded | 6a0162b5dbc836b87d8232c6 |
| PGD | 63.07 | Not recorded | 6a0162b5dbc836b87d8232c6 |

### HDMI

Completeness: 100. Result ID: 6a01a86547f34ce924e40631.

[Reporting paper](<https://www.sota2.com/research/paper/6a0162b5dbc836b87d8232c6.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a0162b5dbc836b87d8232c6.md>)

Recorded evaluation configuration: {"Model":"Meta-Llama-3-8B-Instruct"}. This record does not assert independent reproduction.

### FGSM

Completeness: 100. Result ID: 6a01a86547f34ce924e40633.

[Reporting paper](<https://www.sota2.com/research/paper/6a0162b5dbc836b87d8232c6.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa61c91e209131ce9f5e06.md>)

Recorded evaluation configuration: {"Model":"Meta-Llama-3-8B-Instruct"}. This record does not assert independent reproduction.

### HDMI

Completeness: 100. Result ID: 6a01a86547f34ce924e40635.

[Reporting paper](<https://www.sota2.com/research/paper/6a0162b5dbc836b87d8232c6.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a0162b5dbc836b87d8232c6.md>)

Recorded evaluation configuration: {"Model":"EleutherAI/pythia-70m"}. This record does not assert independent reproduction.

### FGSM

Completeness: 100. Result ID: 6a01a86547f34ce924e40637.

[Reporting paper](<https://www.sota2.com/research/paper/6a0162b5dbc836b87d8232c6.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa61c91e209131ce9f5e06.md>)

Recorded evaluation configuration: {"Model":"EleutherAI/pythia-70m"}. This record does not assert independent reproduction.

### PGD

Completeness: 100. Result ID: 6a01a86547f34ce924e40638.

[Reporting paper](<https://www.sota2.com/research/paper/6a0162b5dbc836b87d8232c6.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa665a1e209131cea0fbae.md>)

Recorded evaluation configuration: {"Model":"EleutherAI/pythia-70m"}. This record does not assert independent reproduction.

### HDMI

Completeness: 100. Result ID: 6a01a86547f34ce924e40661.

[Reporting paper](<https://www.sota2.com/research/paper/6a0162b5dbc836b87d8232c6.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a0162b5dbc836b87d8232c6.md>)

Recorded evaluation configuration: {"Model":"Meta-Llama-3-8B-Instruct"}. This record does not assert independent reproduction.

### HDMI

Completeness: 100. Result ID: 6a01a86547f34ce924e40662.

[Reporting paper](<https://www.sota2.com/research/paper/6a0162b5dbc836b87d8232c6.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a0162b5dbc836b87d8232c6.md>)

Recorded evaluation configuration: {"Model":"EleutherAI/pythia-70m"}. This record does not assert independent reproduction.

### FGSM

Completeness: 100. Result ID: 6a01a86547f34ce924e40665.

[Reporting paper](<https://www.sota2.com/research/paper/6a0162b5dbc836b87d8232c6.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa61c91e209131ce9f5e06.md>)

Recorded evaluation configuration: {"Model":"Meta-Llama-3-8B-Instruct"}. This record does not assert independent reproduction.

### FGSM

Completeness: 100. Result ID: 6a01a86547f34ce924e40666.

[Reporting paper](<https://www.sota2.com/research/paper/6a0162b5dbc836b87d8232c6.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa61c91e209131ce9f5e06.md>)

Recorded evaluation configuration: {"Model":"EleutherAI/pythia-70m"}. This record does not assert independent reproduction.

### PGD

Completeness: 100. Result ID: 6a01a86547f34ce924e40668.

[Reporting paper](<https://www.sota2.com/research/paper/6a0162b5dbc836b87d8232c6.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa665a1e209131cea0fbae.md>)

Recorded evaluation configuration: {"Model":"EleutherAI/pythia-70m"}. This record does not assert independent reproduction.

### AlterRep

Completeness: 98. Result ID: 6a01a86547f34ce924e40632.

[Reporting paper](<https://www.sota2.com/research/paper/6a0162b5dbc836b87d8232c6.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6ad11e209131cea2a835.md>)

Recorded evaluation configuration: {"Model":"Meta-Llama-3-8B-Instruct"}. This record does not assert independent reproduction.

### AlterRep

Completeness: 98. Result ID: 6a01a86547f34ce924e40663.

[Reporting paper](<https://www.sota2.com/research/paper/6a0162b5dbc836b87d8232c6.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6ad11e209131cea2a835.md>)

Recorded evaluation configuration: {"Model":"Meta-Llama-3-8B-Instruct"}. This record does not assert independent reproduction.

### AlterRep

Completeness: 96. Result ID: 6a01a86547f34ce924e40636.

[Reporting paper](<https://www.sota2.com/research/paper/6a0162b5dbc836b87d8232c6.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6ad11e209131cea2a835.md>)

Recorded evaluation configuration: {"Model":"EleutherAI/pythia-70m"}. This record does not assert independent reproduction.

### AlterRep

Completeness: 96. Result ID: 6a01a86547f34ce924e40664.

[Reporting paper](<https://www.sota2.com/research/paper/6a0162b5dbc836b87d8232c6.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6ad11e209131cea2a835.md>)

Recorded evaluation configuration: {"Model":"EleutherAI/pythia-70m"}. This record does not assert independent reproduction.

### PGD

Completeness: 63.07. Result ID: 6a01a86547f34ce924e40634.

[Reporting paper](<https://www.sota2.com/research/paper/6a0162b5dbc836b87d8232c6.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa665a1e209131cea0fbae.md>)

Recorded evaluation configuration: {"Model":"Meta-Llama-3-8B-Instruct"}. This record does not assert independent reproduction.

### PGD

Completeness: 63.07. Result ID: 6a01a86547f34ce924e40667.

[Reporting paper](<https://www.sota2.com/research/paper/6a0162b5dbc836b87d8232c6.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa665a1e209131cea0fbae.md>)

Recorded evaluation configuration: {"Model":"Meta-Llama-3-8B-Instruct"}. This record does not assert independent reproduction.

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